Browsing by Author "Al-Amin, MD."

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Loan and Advances of Dutch Bangla Agent Banking
(Daffodil International University, 2019-08-25) Al-Amin, MD.
Dutch Bangla Agent Banking dreams of better Bangladesh, where expressions and letters, sports and games, music and excitement, science and instruction, wellbeing and cleanliness, clean and contamination-free condition and above all depend on the general public to make profound quality and morals. for our entire lives worth living. Dutch Bangla Agent Banking's pith and ethos lay on the innovativeness of the universe and the wonderful enchantment of an enchanted life that teems with the spirit of life and experiences that contribute towards human improvement.
Market Sales Prediction by Analyzing Customer Buying Patterns Using Machine Learning
(©Daffodil International University, 2021-12-17) Himi, Tamanna Rahman; Zaman, Prianka Binte; Al-Amin, MD.
To improve a business, a company has to analyze the type of purchases they must keep track of the merchandise that are marketing the foremost in order that they will keep stock of these class merchandise and take away those forms of class that are marketing less. ‘Sales’ is the crucial success issue of a business. Increasing sales may be an excellent impact factor for a developing business. During this trendy time, it may be done by victimizing trendy technology like AI, machine learning, and deep learning. So, we are needing to do that job victimization machine learning by utilizing algorithms. In our research we have a tendency to act on however a mercantile establishment will get a lot of sales from its product victimization of its customer’s previous product shopping for information. We've to preprocess victimization using totally different pre-processing techniques. Information exploration, data transformation and engineering play an important role in predicting correct results. This paper discusses a way to predict sales maximization by information analysis and the way to evaluate the effectiveness of machine learning techniques. Sales analysis of products is one of the major issues of identification buying frequency pattern. We proposed a model to predict seasonal products which is the “ARIMA” model. This model works to do time series analysis. Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics of the data. Our recommended models can be used to get an idea of which products need to be kept on a shop’s shelves and which products are not for the advantage of the customer. Based on the customer's purchases for a few years this model will be able to recommend which products are more popular in which season.
Network Security: An Approach for Routing Security
(Daffodil International University, 23-01-29) Al-Amin, MD.
I have done my internship at an IIG company. The company name was Windstream Communication LTD. The internship was for six months. In this internship, I had a trainer named Mr. Anirban Datta. In my six months internship, I learned a lot of things from him. In these six months, I learned about the core knowledge I need to be a routing security professional and also attained so much knowledge with the help of detailed reports and live sessions. During the whole month, I got the support and guidance I needed from the respective mentor (Mr. Anirban) irrespective of the time. Before this internship, I don’t have much knowledge about routing protocols and routing security. I learned about some routing protocols (static routing, OSPF routing, default routing, BGP, etc), VLAN configuration, and some routing securities as well. I have used some virtual tools like Cisco Packet Tracer and GNS3 for learning routing protocols and routing securities. I also practiced on some real routers such as Cisco Routers. I practiced all the above-mentioned tools and also try to learn about routing security and routing protocols. The overall experience for these six months was full of knowledge and new experience with several tools and live sessions.
STUDY OF POWER GENERATION IN BANGLADESH
(Daffodil International University, 2018-12-01) Uddin, Mohammad Nur; Al-Amin, MD.
Accessibility of electric power has been the most amazing vehicle for encouraging monetary, mechanical and social advancements of any country. Electric power is transmitted by methods for transmission lines which convey mass power from creating stations to stack focuses and buyers. Accordingly, it is basic to check the execution of intensity transmission organize. This exploration endeavors to build up the structure and characterize parameters, which can be utilized to assess the operational (budgetary and specialized) execution of Bangladesh control transmission framework. A lot of execution markers are chosen and used to assess the execution of the Power Grid Company of Bangladesh (PGCB). The chose key execution parameter involves framework accessibility pointers (Transmission line and transformer accessibility, framework normal recurrence of blackouts of transmission line and transformer), transmission framework control quality markers (transmission misfortunes, voltage and recurrence deviation record), supply security pointers (vitality not provided, framework minutes lost), transmission framework resource usage markers (limit factor, transmission transformer use factor), monetary pointers (Current proportion, intrigue and obligation benefit inclusion proportion and so forth.), business markers (money due days, income development rate, awful obligations and so forth.), support cost related pointers and social effect pointers. All these KPI's have explicit standard conditions to quantify their esteem. This proposal likewise assesses the chose key execution pointers (KPIs) amid last three monetary years (2013-2014 to 2015-2016) of Bangladesh Power Transmission Grid. The acquired outcomes are dissected and clarified as far as KPIs. By examining these outcomes an organization can screen the pattern of various KPIs, take vital activities, plan for future extension, set focuses for forthcoming years and correlation can be made with universal benchmarks. Eventually which will enhance the transmission framework execution.
Study of Power Generation in Bangladesh
(Daffodil International University, 2018-12) Uddin, Mohammad Nur; Al-Amin, MD.
Accessibility of electric power has been the most amazing vehicle for encouraging monetary, mechanical and social advancements of any country. Electric power is transmitted by methods for transmission lines which convey mass power from creating stations to stack focuses and buyers. Accordingly, it is basic to check the execution of intensity transmission organize. This exploration endeavors to build up the structure and characterize parameters, which can be utilized to assess the operational (budgetary and specialized) execution of Bangladesh control transmission framework. A lot of execution markers are chosen and used to assess the execution of the Power Grid Company of Bangladesh (PGCB). The chose key execution parameter involves framework accessibility pointers (Transmission line and transformer accessibility, framework normal recurrence of blackouts of transmission line and transformer), transmission framework control quality markers (transmission misfortunes, voltage and recurrence deviation record), supply security pointers (vitality not provided, framework minutes lost), transmission framework resource usage markers (limit factor, transmission transformer use factor), monetary pointers (Current proportion, intrigue and obligation benefit inclusion proportion and so forth.), business markers (money due days, income development rate, awful obligations and so forth.), support cost related pointers and social effect pointers. All these KPI's have explicit standard conditions to quantify their esteem. This proposal likewise assesses the chose key execution pointers (KPIs) amid last three monetary years (2013-2014 to 2015-2016) of Bangladesh Power Transmission Grid. The acquired outcomes are dissected and clarified as far as KPIs. By examining these outcomes an organization can screen the pattern of various KPIs, take vital activities, plan for future extension, set focuses for forthcoming years and correlation can be made with universal benchmarks. Eventually which will enhance the transmission framework execution.